Data driven treatment response assessment and preterm, perinatal, and paediatric image analysis : first International Workshop, DATRA 2018 and third International Workshop, PIPPI 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings /: first International Workshop, DATRA 2018 and third International Workshop, PIPPI 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. (2018)

• Record Type: Book
• Other Titles: DATRA 2018; PIPPI 2018
• Further Information: Note: Andrew Melbourne, Roxane Licandro, Matthew DiFranco, Paolo Rota, Melanie Gau, Martin Kampel, Rosalind Aughwane, Pim Moeskops, Ernst Schwartz, Emma Robinson, Antonios Makropoulos (eds.).
• Editors: Melbourne, Andrew; Licandro, Roxane; DiFranco, Matthew; Rota, Paolo; Gau, Melanie; Kampel, Martin; Aughwane, Rosalind; Moeskops, Pim; Schwartz, Ernst; Robinson, Emma; Makropoulos, Antonios
• Other Names: DATRA (Workshop), 1st; PIPPI (Workshop), 3rd; International Conference on Medical Image Computing and Computer-Assisted Intervention, 21st
• Contents: DeepCS: Deep Convolutional Neural Network and SVM based Single Image Super-Resolution.- Automatic Segmentation of Thigh Muscle in Longitudinal 3D T1-Weighted Magnetic Resonance (MR) Images.- Detecting Bone Lesions in Multiple Myeloma Patient Using Transfer Learning.- Quantification of Local Metabolic Tumor Volume Changes by Registering Blended PET-CT Images for Prediction of Pathologic Tumor Response.- Optimizing External Surface Sensor Locations for Respiratory Tumor Motion Prediction.- Segmentation of Fetal Adipose Tissue Using Efficient CNNs for Portable Ultrasound.- Automatic Shadow Detection in 2D Ultrasound Images.- Multi-Channel Groupwise Registration to Construct and Ultrasound-Specific Fetal Brain Atlas.- Investigating Brain Age Deviation in Preterm Infants: A Deep Learning Approach.- Segmentation of Pelvic Vessels in Pediatric MRI Using a Patch-Based Deep Learning Approach.- Multi-View Image Reconstruction: Application to Fetal Ultrasound Compounding.- EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging Without External Trackers.- Better Feature Matching for Placental Panorama Construction.- Combining Deep Learning and Multi-Atlas Label Fusion for Automated Placenta Segmentation from 3DUS.- LSTM Spatial Co-transformer Networks for Registration of 3D Fetal US and MR Brain Images.- Automatic and Efficient Standard Plane Recognition in Fetal Ultrasound Images via Multi-Scale Dense Networks.- Paediatric Liver Segmentation for Low-Contrast CT Images.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xi, 180 pages), illustrations
• Subjects: 616.07/57; Computer science; Diagnostic imaging -- Data processing -- Congresses; Computers -- Computer Graphics; Medical -- General; Computers -- Logic Design; Image processing; Health & safety aspects of IT; Algorithms & data structures; Electronic data processing; Computer vision; Medical records_xData processing; Computers -- Computer Science; Program concepts / learning to program; Electronic books
• Languages: English
• ISBNs: 9783030008079
• Related ISBNs: 303000807X; 9783030008062
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed September 20, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.